Dr. Daniel Dimanov
Bournemouth,Dorset
Summary
Technically-minded Data Scientist with experience delivering in fast-paced, agile environments. Plans and prioritises proactively to achieve project objectives within deadlines. Collaborative team player with excellent problem-solving logic. If you are reading this and have a machine learning or computer vision problem, then congratulations on finding the solution.
Overview
10
10
years of professional experience
7
7
years of post-secondary education
Work history
Principal Data Scientist
CountingLab Limited
Thame, Oxfordshire
2023.01 - Current
- Lead end-to-end ML/CV data-driven decision making systems delivery for multiple sectors ranging from defence and security to retail and energy, utilising robust MLOps on Snowflake/Python/AWS/on-prem with clean Git/versioning and documentation.
- Collaborated with stakeholders and clients, identifying and gathering analytical requirements for customer, product and projects needs while proactively managing projects.
- Built Computer Vision models and complex data processing algorithms to enable object detection and image registration with performance often exceeding 90% accuracy.
- Participated in preparing bids for tenders and quarterly reports for clients.
- Established international links in the energy sector (Singapore), developing partnerships and pipelines.
Director
Decent Dynamix
Bournemouth, United Kingdom
2020.05 - Current
- Defined scope for wide range of projects.
- Collaborated with Y-Combinator backed partner Tenyks to assist with developing various XAI tools and modules.
- Worked with PolyRa Limited and Strapi to develop enterprise solutions and over 10 video tutorials on how to make use of their platform.
Developer
Cube Academy
Bournemouth, United Kingdom
2019.07 - 2019.09
- Developed Gmail Addons that ensures productivity.
- Developed internal website for easier onboarding.
- Participated in client meetings and proposed technical solutions.
- Worked on 3 different projects using React, Redux and React hooks.
Application Developer
UVH
Sofia, Bulgaria
2018.05 - 2018.10
- Worked on prototyping multi-platform application for IOS and Android using Ionic with Angular.
- Presented demos to shareholders and reported weekly progress.
- Used Figma to explore different design patterns for users.
- Implemented backend compatible with Firebase and Django.
Co-founder
UVH
Sofia, Bulgaria
2016.08 - 2017.07
- Planned integral business operational mandates and policies.
- Envisioned long-term business strategy based on market-research.
- Led development team to produce software products using Scrum.
- Gathered user requirements and delivered web projects on time.
- Worked with Python, Django, PHP, CSS, Angular, and Wordpress API.
Education
Doctor of Philosophy - Efficient Multi-Objective NeuroEvolution in Computer Vision
Bournemouth University
Poole 2019.09 - 2023.04
Master of Science - Applied Data Analytics
Bournemouth University
Poole 2018.09 - 2019.06
Bachelor of Science - Software Engineering
Bournemouth University
Poole 2015.09 - 2018.06
Skills
- Automation
- Research paper -> Code
- Research code -> Production
- Rapid prototyping
- Python
- TensorFlow
- PyTorch
- React
- Django
- LangChain
- Detectron2
- Computer vision
- Problem solving
- Presentation and communication expertise
- Agile framework understanding
- Machine learning
- Data mining
- Web scraping/crawling
Languages
Bulgarian
Native
English
Fluent
Spanish
Elementary
German
Beginner
Timeline
Principal Data Scientist
CountingLab Limited
2023.01 - Current
Director
Decent Dynamix
2020.05 - Current
Doctor of Philosophy - Efficient Multi-Objective NeuroEvolution in Computer Vision
Bournemouth University
2019.09 - 2023.04
Developer
Cube Academy
2019.07 - 2019.09
Master of Science - Applied Data Analytics
Bournemouth University
2018.09 - 2019.06
Application Developer
UVH
2018.05 - 2018.10
Co-founder
UVH
2016.08 - 2017.07
Bachelor of Science - Software Engineering
Bournemouth University
2015.09 - 2018.06